Vytautas Bielinskas vb100

Focusing on A.I., ML and Deep Learning

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1. This code uses innovative XgBoost Machine learning algorithm that analyze data features and evalute it's importances in order to make data driven solutions in real estate. © Vytautas Bielinskas

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2. Testing and Exploration of Ensemble Learning with poor dataset (66 obs). Results are provided at the end of the Notebook.

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3. This notebook demonstrates how to implement Tensorflow & queries to forecasting for a very big dataset. ANN with 2 hidden layers has been used for ANN. The data shifting technique has been used to …

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4. This is an experimental of anomalies detection by applying different approach to the problem. PCA component regularization method, K-Mean Clustering, SVM and Gausian Distribution models has been us…

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5. The project contain folders for labeled infected and non-infected cells by malaria. The code define an 4 layers ANN that learning to recognize infected cells by a given shuffled examples from worki…

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6. This projects includes both back-end (Keras, Flask with dependencies) and front-end/deployement (HTML, CSS, JS) parts. The project perform X-rays of human lungs classifiaction using Convolutional N…

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